API Reference

Welcome to the API reference for sktime.

The API reference provides a technical manual. It describes the classes and functions included in sktime.

For notebook examples, see the Examples.

For a list of object and estimator tags, see Object and estimator tags.

• Base
• Forecasting
• Time series transformations
• Time series classification
• Time series regression
• Time series clustering
• Time series distances/kernels
• Parameter estimation
• Performance metrics
• Splitters
• Time series alignment
• Time series annotation
• Datasets
• File Format Specifications
• Deployment and MLOps
• Utility functions
• Exceptions
• Object and estimator tags
• Pipeline
• Benchmarking